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TokenAtlas
Company

Building the infrastructure layer for AI economics.

We help AI startups, developers, and businesses understand, estimate, and optimize the real cost of running AI.

Mission

Make AI pricing transparent and understandable.

Token pricing, context windows, and inference costs change weekly. We turn that chaos into clear, comparable numbers any builder can act on — from a weekend project to a production fleet.

Vision

The operating system for AI infrastructure economics.

One platform for estimating, comparing, forecasting, and optimizing every layer of AI spend — from prompts to agents to fine-tuning to enterprise procurement.

Values

What we stand for.

Transparency

Clear pricing data, no hidden math, no vendor spin.

Speed

Estimates in milliseconds. Iterations in seconds.

Simplicity

Complex economics, simple interfaces.

Developer Experience

Tools built by engineers, for engineers.

Accessibility

Free core tools. Open knowledge. Global-first.

Today

What TokenAtlas does today.

Live products you can use right now — not future promises.

Calculators

Token, cost, and margin estimators across the top AI models.

Compare

Side-by-side model and provider pricing comparisons.

AI Economics

Guides and reference data on how AI costs actually work.

Dashboard

Save calculations, track scenarios, and revisit your estimates.

Team

Invite teammates and share scenarios on the Team plan.

Build smarter AI products.

Estimate your costs before you ship — not after the bill arrives.

Start Calculating